Cong Ma
27 papers · 2017–2025 · 14 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (14) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π Academic Marathon (8)
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Keyword Pioneer
π
Cross-Pollinator
(12)
π
Interdisciplinary Bridge
π
Triple Crown
π
Keyword Champion
(2)
π
Grand Slam
π§¬
Topic Evolution
π
Century Club
(27)
β‘
Prolific Year
(5)
ποΈ
Keyword Collector
(125)
π₯
Unstoppable
(9)
Conferences
ICML (4)
NIPS (4)
CVPR (3)
AAAI (2)
AISTATS (2)
EMNLP (2)
ICLR (2)
JMLR (2)
ACL (1)
COLING (1)
COLT (1)
ECCV (1)
ICCV (1)
NAACL (1)
Top co-authors
Research topics
Keywords
nonconvex optimization
(4)
3d object detection
(4)
gradient descent
(3)
spectral initialization
(3)
matrix completion
(3)
scaled gradient descent
(3)
autonomous driving
(3)
domain adaptation
(2)
contextual bandit
(2)
lidar point cloud
(2)
imitation learning
(2)
transfer learning
(2)
neural machine translation
(2)
tucker decomposition
(2)
low-rank tensor
(2)
machine translation
(2)
sample complexity
(2)
low-rank matrix
(2)
tensor completion
(2)
neural network
(2)
Papers
GeoFormer: Geometry Point Encoder for 3D Object Detection with Graph-based Transformer
ICCV 2025
UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection
CVPR 2025
RoboSense: Large-scale Dataset and Benchmark for Egocentric Robot Perception and Navigation in Crowded and Unstructured Environments
CVPR 2025
Document Image Machine Translation with Dynamic Multi-pre-trained Models Assembling
NAACL 2024
Off-policy estimation with adaptively collected data: the power of online learning
NIPS 2024
SwiftPillars: High-Efficiency Pillar Encoder for Lidar-Based 3D Detection
AAAI 2024
Born a BabyNet with Hierarchical Parental Supervision for End-to-End Text Image Machine Translation
COLING 2024
Top-$K$ ranking with a monotone adversary
COLT 2024
HoloVIC: Large-scale Dataset and Benchmark for Multi-Sensor Holographic Intersection and Vehicle-Infrastructure Cooperative
CVPR 2024
H-V2X: A Large Scale Highway Dataset for BEV Perception
ECCV 2024
Maximum Likelihood Estimation is All You Need for Well-Specified Covariate Shift
ICLR 2024
The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing
ICML 2023
Conformalized matrix completion
NIPS 2023
Jump-Start Reinforcement Learning
ICML 2023
CCIM: Cross-modal Cross-lingual Interactive Image Translation
EMNLP 2023
$O(T^{-1})$ Convergence of Optimistic-Follow-the-Regularized-Leader in Two-Player Zero-Sum Markov Games
ICLR 2023
A new similarity measure for covariate shift with applications to nonparametric regression
ICML 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion
AISTATS 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements
JMLR 2022
Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets
NIPS 2022
Bridging Offline Reinforcement Learning and Imitation Learning: A Tale of Pessimism
NIPS 2021
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent
JMLR 2021
CASIAβs System for IWSLT 2020 Open Domain Translation
ACL 2020
Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation
AAAI 2020
Nonconvex Matrix Factorization from Rank-One Measurements
AISTATS 2019
Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval and Matrix Completion
ICML 2018
Multi-modal Summarization for Asynchronous Collection of Text, Image, Audio and Video
EMNLP 2017